org.apache.sysds.runtime.transform.encode

## Class ColumnEncoder

- java.lang.Object
- - org.apache.sysds.runtime.transform.encode.ColumnEncoder

- All Implemented Interfaces:
    Externalizable, Serializable, Comparable<ColumnEncoder>, Encoder
  Direct Known Subclasses:
    ColumnEncoderBin, ColumnEncoderComposite, ColumnEncoderDummycode, ColumnEncoderFeatureHash, ColumnEncoderPassThrough, ColumnEncoderRecode

      public abstract class ColumnEncoder
      extends Object
      implements Externalizable, Encoder, Comparable<ColumnEncoder>

  Base class for all transform encoders providing both a row and block interface for decoding frames to matrices.
  See Also:
    Serialized Form

- - ### Nested Class Summary

    Nested Classes
    Modifier and Type | Class and Description
    --- | ---
    `static class` | `ColumnEncoder.EncoderType`

  - ### Method Summary

    All Methods Instance Methods Abstract Methods Concrete Methods
    Modifier and Type | Method and Description
    --- | ---
    `abstract MatrixBlock` | `apply(FrameBlock in, MatrixBlock out, int outputCol, int rowStart, int blk)`
    `abstract MatrixBlock` | `apply(MatrixBlock in, MatrixBlock out, int outputCol)`
    `abstract MatrixBlock` | `apply(MatrixBlock in, MatrixBlock out, int outputCol, int rowStart, int blk)`
    `void` | `buildPartial(FrameBlock in)` Partial build of internal data structures (e.g., in distributed spark operations).
    `int` | `compareTo(ColumnEncoder o)`
    `List<DependencyTask<?>>` | `getApplyTasks(FrameBlock in, MatrixBlock out, int outputCol)`
    `List<DependencyTask<?>>` | `getApplyTasks(MatrixBlock in, MatrixBlock out, int outputCol)`
    `Callable<Object>` | `getBuildTask(FrameBlock in)`
    `List<DependencyTask<?>>` | `getBuildTasks(FrameBlock in, int blockSize)`
    `int` | `getColID()`
    `MatrixBlock` | `getColMapping(FrameBlock meta)` Obtain the column mapping of encoded frames based on the passed meta data frame.
    `Callable<Object>` | `getPartialBuildTask(FrameBlock in, int startRow, int blockSize, HashMap<Integer,Object> ret)`
    `Callable<Object>` | `getPartialMergeBuildTask(HashMap<Integer,?> ret)`
    `boolean` | `isApplicable()` Indicates if this encoder is applicable, i.e, if there is a column to encode.
    `boolean` | `isApplicable(int colID)` Indicates if this encoder is applicable for the given column ID, i.e., if it is subject to this transformation.
    `void` | `mergeAt(ColumnEncoder other)` Merges another encoder, of a compatible type, in after a certain position.
    `void` | `prepareBuildPartial()` Allocates internal data structures for partial build.
    `void` | `readExternal(ObjectInput in)` Redirects the default java serialization via externalizable to our default hadoop writable serialization for efficient broadcast/rdd deserialization.
    `void` | `setColID(int colID)`
    `void` | `shiftCol(int columnOffset)`
    `void` | `updateIndexRanges(long[] beginDims, long[] endDims, int colOffset)` Update index-ranges to after encoding.
    `void` | `writeExternal(ObjectOutput os)` Redirects the default java serialization via externalizable to our default hadoop writable serialization for efficient broadcast/rdd serialization.

    - ### Methods inherited from class java.lang.Object

      `equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait`

    - ### Methods inherited from interface org.apache.sysds.runtime.transform.encode.Encoder

      `apply, build, getMetaData, initMetaData`

- - ### Method Detail

    - #### apply

          public abstract MatrixBlock apply(MatrixBlock in,
                                            MatrixBlock out,
                                            int outputCol)

    - #### apply

          public abstract MatrixBlock apply(MatrixBlock in,
                                            MatrixBlock out,
                                            int outputCol,
                                            int rowStart,
                                            int blk)

    - #### apply

          public abstract MatrixBlock apply(FrameBlock in,
                                            MatrixBlock out,
                                            int outputCol,
                                            int rowStart,
                                            int blk)

    - #### isApplicable

          public boolean isApplicable()

      Indicates if this encoder is applicable, i.e, if there is a column to encode.
      Returns:
        true if a colID is set

    - #### isApplicable

          public boolean isApplicable(int colID)

      Indicates if this encoder is applicable for the given column ID, i.e., if it is subject to this transformation.
      Parameters:
        `colID` - column ID
      Returns:
        true if encoder is applicable for given column

    - #### prepareBuildPartial

          public void prepareBuildPartial()

      Allocates internal data structures for partial build.
      Specified by:
        `prepareBuildPartial` in interface `Encoder`

    - #### buildPartial

          public void buildPartial(FrameBlock in)

      Partial build of internal data structures (e.g., in distributed spark operations).
      Specified by:
        `buildPartial` in interface `Encoder`
      Parameters:
        `in` - input frame block

    - #### mergeAt

          public void mergeAt(ColumnEncoder other)

      Merges another encoder, of a compatible type, in after a certain position. Resizes as necessary. `ColumnEncoders` are compatible with themselves and `EncoderComposite` is compatible with every other `ColumnEncoders`. `MultiColumnEncoders` are compatible with every encoder
      Parameters:
        `other` - the encoder that should be merged in

    - #### updateIndexRanges

          public void updateIndexRanges(long[] beginDims,
                                        long[] endDims,
                                        int colOffset)

      Update index-ranges to after encoding. Note that only Dummycoding changes the ranges.
      Specified by:
        `updateIndexRanges` in interface `Encoder`
      Parameters:
        `beginDims` - begin dimensions of range
        `endDims` - end dimensions of range
        `colOffset` - is applied to begin and endDims

    - #### getColMapping

          public MatrixBlock getColMapping(FrameBlock meta)

      Obtain the column mapping of encoded frames based on the passed meta data frame.
      Parameters:
        `meta` - meta data frame block
      Returns:
        matrix with column mapping (one row per attribute)

    - #### writeExternal

          public void writeExternal(ObjectOutput os)
                             throws IOException

      Redirects the default java serialization via externalizable to our default hadoop writable serialization for efficient broadcast/rdd serialization.
      Specified by:
        `writeExternal` in interface `Externalizable`
      Parameters:
        `os` - object output
      Throws:
        `IOException` - if IOException occurs

    - #### readExternal

          public void readExternal(ObjectInput in)
                            throws IOException

      Redirects the default java serialization via externalizable to our default hadoop writable serialization for efficient broadcast/rdd deserialization.
      Specified by:
        `readExternal` in interface `Externalizable`
      Parameters:
        `in` - object input
      Throws:
        `IOException` - if IOException occur

    - #### getColID

          public int getColID()

    - #### setColID

          public void setColID(int colID)

    - #### shiftCol

          public void shiftCol(int columnOffset)

    - #### compareTo

          public int compareTo(ColumnEncoder o)

      Specified by:
        `compareTo` in interface `Comparable<ColumnEncoder>`

    - #### getBuildTasks

          public List<DependencyTask<?>> getBuildTasks(FrameBlock in,
                                                       int blockSize)

    - #### getBuildTask

          public Callable<Object> getBuildTask(FrameBlock in)

    - #### getPartialBuildTask

          public Callable<Object> getPartialBuildTask(FrameBlock in,
                                                      int startRow,
                                                      int blockSize,
                                                      HashMap<Integer,Object> ret)

    - #### getPartialMergeBuildTask

          public Callable<Object> getPartialMergeBuildTask(HashMap<Integer,?> ret)

    - #### getApplyTasks

          public List<DependencyTask<?>> getApplyTasks(FrameBlock in,
                                                       MatrixBlock out,
                                                       int outputCol)

    - #### getApplyTasks

          public List<DependencyTask<?>> getApplyTasks(MatrixBlock in,
                                                       MatrixBlock out,
                                                       int outputCol)

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